Index

A

ADAPTIVE (anomalib.post_processing.ThresholdMethod attribute) add_anomalous_label() (in module anomalib.post_processing) add_arguments_to_parser() (anomalib.utils.cli.AnomalibCLI method) add_image() (anomalib.utils.loggers.AnomalibCometLogger method) (anomalib.utils.loggers.AnomalibTensorBoardLogger method) (anomalib.utils.loggers.AnomalibWandbLogger method) add_normal_label() (in module anomalib.post_processing) allow_zero_length_dataloader_with_multiple_devices (anomalib.data.btech.BTech attribute) (anomalib.data.folder.Folder attribute) (anomalib.data.mvtec.MVTec attribute) anomalib.config module anomalib.data.btech module anomalib.data.folder module anomalib.data.mvtec module anomalib.data.utils module anomalib.models.cflow.anomaly_map module anomalib.models.cflow.lightning_model module anomalib.models.cflow.torch_model module anomalib.models.components.base module anomalib.models.components.dimensionality_reduction module anomalib.models.components.feature_extractors module anomalib.models.components.filters module anomalib.models.components.layers module anomalib.models.components.sampling module anomalib.models.components.stats module anomalib.models.dfkde.lightning_model module anomalib.models.dfkde.torch_model module anomalib.models.dfm.lightning_model module anomalib.models.dfm.torch_model module anomalib.models.draem.lightning_model module anomalib.models.draem.torch_model module anomalib.models.fastflow.anomaly_map module anomalib.models.fastflow.lightning_model module anomalib.models.fastflow.torch_model module anomalib.models.ganomaly.lightning_model module

anomalib.models.ganomaly.torch_model module anomalib.models.padim.anomaly_map module anomalib.models.padim.lightning_model module anomalib.models.padim.torch_model module anomalib.models.patchcore.anomaly_map module anomalib.models.patchcore.lightning_model module anomalib.models.patchcore.torch_model module anomalib.models.reverse_distillation.anomaly_map module anomalib.models.reverse_distillation.lightning_model module anomalib.models.reverse_distillation.torch_model module anomalib.models.stfpm.anomaly_map module anomalib.models.stfpm.lightning_model module anomalib.models.stfpm.torch_model module anomalib.post_processing module anomalib.utils.callbacks module anomalib.utils.cli module anomalib.utils.loggers module anomalib.utils.metrics module anomalib.utils.sweep module AnomalibCLI (class in anomalib.utils.cli) AnomalibCometLogger (class in anomalib.utils.loggers) AnomalibTensorBoardLogger (class in anomalib.utils.loggers) AnomalibWandbLogger (class in anomalib.utils.loggers) anomalous_boxes (anomalib.post_processing.ImageResult attribute) anomaly_map (anomalib.post_processing.ImageResult attribute) anomaly_map_to_color_map() (in module anomalib.post_processing) AnomalyMapGenerator (class in anomalib.models.cflow.anomaly_map) (class in anomalib.models.fastflow.anomaly_map) (class in anomalib.models.padim.anomaly_map) (class in anomalib.models.patchcore.anomaly_map) (class in anomalib.models.reverse_distillation.anomaly_map) (class in anomalib.models.stfpm.anomaly_map) AnomalyModule (class in anomalib.models.components.base) AnomalyScoreDistribution (class in anomalib.utils.metrics) AnomalyScoreThreshold (class in anomalib.utils.metrics) augment_batch() (anomalib.data.utils.Augmenter method) Augmenter (class in anomalib.data.utils) AUPR (class in anomalib.utils.metrics) AUPRO (class in anomalib.utils.metrics) AUROC (class in anomalib.utils.metrics)

B

BackboneParams (class in anomalib.models.components.feature_extractors) before_instantiate_classes() (anomalib.utils.cli.AnomalibCLI method) box_labels (anomalib.post_processing.ImageResult attribute)

boxes_to_anomaly_maps() (in module anomalib.data.utils) boxes_to_masks() (in module anomalib.data.utils) BTech (class in anomalib.data.btech) BTechDataset (class in anomalib.data.btech)

C

CDF (anomalib.post_processing.NormalizationMethod attribute) CdfNormalizationCallback (class in anomalib.utils.callbacks) Cflow (class in anomalib.models.cflow.lightning_model) CflowLightning (class in anomalib.models.cflow.lightning_model) CflowModel (class in anomalib.models.cflow.torch_model) class_path (anomalib.models.components.feature_extractors.BackboneParams attribute) compute() (anomalib.utils.metrics.AnomalyScoreDistribution method) (anomalib.utils.metrics.AnomalyScoreThreshold method) (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.AUROC method) (anomalib.utils.metrics.MinMax method) (anomalib.utils.metrics.OptimalF1 method) (anomalib.utils.metrics.PRO method) compute_anomaly_map() (anomalib.models.cflow.anomaly_map.AnomalyMapGenerator method) (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) (anomalib.models.patchcore.anomaly_map.AnomalyMapGenerator method) (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator method) compute_anomaly_score() (anomalib.models.patchcore.torch_model.PatchcoreModel method) compute_distance() (anomalib.models.padim.anomaly_map.AnomalyMapGenerator static method) compute_layer_map() (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator method)

compute_mask() (in module anomalib.post_processing) concatenate_datasets() (in module anomalib.data.utils) configure_callbacks() (anomalib.models.cflow.lightning_model.CflowLightning method) (anomalib.models.draem.lightning_model.DraemLightning method) (anomalib.models.fastflow.lightning_model.FastflowLightning method) (anomalib.models.ganomaly.lightning_model.GanomalyLightning method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillationLightning method) (anomalib.models.stfpm.lightning_model.StfpmLightning method) configure_logger() (in module anomalib.utils.loggers) configure_optimizers() (anomalib.models.cflow.lightning_model.Cflow method) (anomalib.models.dfkde.lightning_model.Dfkde static method) (anomalib.models.dfm.lightning_model.Dfm static method) (anomalib.models.draem.lightning_model.DraemLightning method) (anomalib.models.fastflow.lightning_model.FastflowLightning method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.padim.lightning_model.Padim static method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillation method) (anomalib.models.stfpm.lightning_model.StfpmLightning method) cov() (anomalib.models.components.stats.GaussianKDE static method) create_fast_flow_block() (in module anomalib.models.fastflow.torch_model)

D

Decoder (class in anomalib.models.ganomaly.torch_model) DecoderDiscriminative (class in anomalib.models.draem.torch_model) DecoderReconstructive (class in anomalib.models.draem.torch_model) Dfkde (class in anomalib.models.dfkde.lightning_model) DfkdeLightning (class in anomalib.models.dfkde.lightning_model) DfkdeModel (class in anomalib.models.dfkde.torch_model) Dfm (class in anomalib.models.dfm.lightning_model) DfmLightning (class in anomalib.models.dfm.lightning_model) DFMModel (class in anomalib.models.dfm.torch_model)

DiscriminativeSubNetwork (class in anomalib.models.draem.torch_model) Discriminator (class in anomalib.models.ganomaly.torch_model) download_and_extract() (in module anomalib.data.utils) DownloadInfo (class in anomalib.data.utils) Draem (class in anomalib.models.draem.lightning_model) DraemLightning (class in anomalib.models.draem.lightning_model) DraemModel (class in anomalib.models.draem.torch_model) dryrun_find_featuremap_dims() (in module anomalib.models.components.feature_extractors) DynamicBufferModule (class in anomalib.models.components.base)

E

Encoder (class in anomalib.models.ganomaly.torch_model)

EncoderDiscriminative (class in anomalib.models.draem.torch_model) EncoderReconstructive (class in anomalib.models.draem.torch_model)

F

Fastflow (class in anomalib.models.fastflow.lightning_model) FastflowLightning (class in anomalib.models.fastflow.lightning_model) FastflowModel (class in anomalib.models.fastflow.torch_model) FeatureExtractor (class in anomalib.models.components.feature_extractors) fit() (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method) (anomalib.models.components.stats.GaussianKDE method) (anomalib.models.components.stats.MultiVariateGaussian method) (anomalib.models.dfm.torch_model.DFMModel method) (anomalib.models.dfm.torch_model.SingleClassGaussian method) fit_transform() (anomalib.models.components.dimensionality_reduction.PCA method) flatten_sweep_params() (in module anomalib.utils.sweep) Folder (class in anomalib.data.folder) FolderDataset (class in anomalib.data.folder) forward() (anomalib.models.cflow.anomaly_map.AnomalyMapGenerator method) (anomalib.models.cflow.torch_model.CflowModel method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.feature_extractors.TimmFeatureExtractor method) (anomalib.models.components.feature_extractors.TorchFXFeatureExtractor method) (anomalib.models.components.filters.GaussianBlur2d method) (anomalib.models.components.layers.SSPCAB method) (anomalib.models.components.stats.GaussianKDE method) (anomalib.models.components.stats.MultiVariateGaussian method) (anomalib.models.dfkde.torch_model.DfkdeModel method) (anomalib.models.dfm.torch_model.DFMModel method) (anomalib.models.dfm.torch_model.SingleClassGaussian method) (anomalib.models.draem.torch_model.DecoderDiscriminative method) (anomalib.models.draem.torch_model.DecoderReconstructive method) (anomalib.models.draem.torch_model.DiscriminativeSubNetwork method) (anomalib.models.draem.torch_model.DraemModel method) (anomalib.models.draem.torch_model.EncoderDiscriminative method) (anomalib.models.draem.torch_model.EncoderReconstructive method) (anomalib.models.draem.torch_model.ReconstructiveSubNetwork method) (anomalib.models.fastflow.anomaly_map.AnomalyMapGenerator method) (anomalib.models.fastflow.torch_model.FastflowModel method) (anomalib.models.ganomaly.torch_model.Decoder method) (anomalib.models.ganomaly.torch_model.Discriminator method) (anomalib.models.ganomaly.torch_model.Encoder method) (anomalib.models.ganomaly.torch_model.GanomalyModel method) (anomalib.models.ganomaly.torch_model.Generator method) (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) (anomalib.models.padim.torch_model.PadimModel method) (anomalib.models.patchcore.anomaly_map.AnomalyMapGenerator method) (anomalib.models.patchcore.torch_model.PatchcoreModel method) (anomalib.models.reverse_distillation.anomaly_map.AnomalyMapGenerator method) (anomalib.models.reverse_distillation.torch_model.ReverseDistillationModel method) (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator method) (anomalib.models.stfpm.torch_model.STFPMModel method)

FROM_DIR (anomalib.data.utils.TestSplitMode attribute) FROM_TEST (anomalib.data.utils.ValSplitMode attribute) full_state_update (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.MinMax attribute) (anomalib.utils.metrics.OptimalF1 attribute)

G

Ganomaly (class in anomalib.models.ganomaly.lightning_model) GanomalyLightning (class in anomalib.models.ganomaly.lightning_model) GanomalyModel (class in anomalib.models.ganomaly.torch_model) GaussianBlur2d (class in anomalib.models.components.filters) GaussianKDE (class in anomalib.models.components.stats) generate_embedding() (anomalib.models.padim.torch_model.PadimModel method) (anomalib.models.patchcore.torch_model.PatchcoreModel method) generate_figure() (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.AUROC method) generate_output_image_filename() (in module anomalib.data.utils) generate_perturbation() (anomalib.data.utils.Augmenter method) Generator (class in anomalib.models.ganomaly.torch_model) get_configurable_parameters() (in module anomalib.config)

get_experiment_logger() (in module anomalib.utils.loggers) get_features() (anomalib.models.dfkde.torch_model.DfkdeModel method) (anomalib.models.dfm.torch_model.DFMModel method) get_image_filenames() (in module anomalib.data.utils) get_image_height_and_width() (in module anomalib.data.utils) get_new_idx() (anomalib.models.components.sampling.KCenterGreedy method) get_openvino_throughput() (in module anomalib.utils.sweep) get_run_config() (in module anomalib.utils.sweep) get_sweep_callbacks() (in module anomalib.utils.sweep) get_tensor_attribute() (anomalib.models.components.base.DynamicBufferModule method) get_torch_throughput() (in module anomalib.utils.sweep) get_transforms() (in module anomalib.data.utils) GraphLogger (class in anomalib.utils.callbacks) gt_boxes (anomalib.post_processing.ImageResult attribute) gt_mask (anomalib.post_processing.ImageResult attribute)

H

hash (anomalib.data.utils.DownloadInfo attribute)

heat_map (anomalib.post_processing.ImageResult attribute) higher_is_better (anomalib.utils.metrics.AUPRO attribute)

I

image (anomalib.post_processing.ImageResult attribute) IMAGENET (anomalib.data.utils.InputNormalizationMethod attribute) ImageResult (class in anomalib.post_processing) ImageVisualizerCallback (class in anomalib.utils.callbacks) init_args (anomalib.models.components.feature_extractors.BackboneParams attribute)

initialize_feature_extractor() (anomalib.models.components.feature_extractors.TorchFXFeatureExtractor method) InputNormalizationMethod (class in anomalib.data.utils) interp1d() (anomalib.utils.metrics.AUPRO static method) inverse_transform() (anomalib.models.components.dimensionality_reduction.PCA method) is_differentiable (anomalib.utils.metrics.AUPRO attribute)

J

johnson_lindenstrauss_min_dim() (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method)

K

KCenterGreedy (class in anomalib.models.components.sampling)

L

load_state_dict() (anomalib.models.components.base.AnomalyModule method)

LoadModelCallback (class in anomalib.utils.callbacks)

M

make_btech_dataset() (in module anomalib.data.btech) make_folder_dataset() (in module anomalib.data.folder) make_mvtec_dataset() (in module anomalib.data.mvtec) MANUAL (anomalib.post_processing.ThresholdMethod attribute) masks_to_boxes() (in module anomalib.data.utils) MetricsConfigurationCallback (class in anomalib.utils.callbacks) MetricVisualizerCallback (class in anomalib.utils.callbacks) MIN_MAX (anomalib.post_processing.NormalizationMethod attribute) MinMax (class in anomalib.utils.metrics) MinMaxNormalizationCallback (class in anomalib.utils.callbacks) module anomalib.config anomalib.data.btech anomalib.data.folder anomalib.data.mvtec anomalib.data.utils anomalib.models.cflow.anomaly_map anomalib.models.cflow.lightning_model anomalib.models.cflow.torch_model anomalib.models.components.base anomalib.models.components.dimensionality_reduction anomalib.models.components.feature_extractors anomalib.models.components.filters anomalib.models.components.layers anomalib.models.components.sampling anomalib.models.components.stats anomalib.models.dfkde.lightning_model anomalib.models.dfkde.torch_model anomalib.models.dfm.lightning_model anomalib.models.dfm.torch_model anomalib.models.draem.lightning_model anomalib.models.draem.torch_model anomalib.models.fastflow.anomaly_map anomalib.models.fastflow.lightning_model anomalib.models.fastflow.torch_model anomalib.models.ganomaly.lightning_model anomalib.models.ganomaly.torch_model anomalib.models.padim.anomaly_map anomalib.models.padim.lightning_model anomalib.models.padim.torch_model anomalib.models.patchcore.anomaly_map anomalib.models.patchcore.lightning_model anomalib.models.patchcore.torch_model anomalib.models.reverse_distillation.anomaly_map anomalib.models.reverse_distillation.lightning_model anomalib.models.reverse_distillation.torch_model anomalib.models.stfpm.anomaly_map anomalib.models.stfpm.lightning_model anomalib.models.stfpm.torch_model anomalib.post_processing anomalib.utils.callbacks anomalib.utils.cli anomalib.utils.loggers anomalib.utils.metrics anomalib.utils.sweep

MultiVariateGaussian (class in anomalib.models.components.stats) MVTec (class in anomalib.data.mvtec) MVTecDataset (class in anomalib.data.mvtec)

N

name (anomalib.data.utils.DownloadInfo attribute) nearest_neighbors() (anomalib.models.patchcore.torch_model.PatchcoreModel method) NONE (anomalib.data.utils.InputNormalizationMethod attribute) (anomalib.data.utils.TestSplitMode attribute) (anomalib.data.utils.ValSplitMode attribute) (anomalib.post_processing.NormalizationMethod attribute)

normal_boxes (anomalib.post_processing.ImageResult attribute) NormalizationMethod (class in anomalib.post_processing)

O

on_fit_end() (anomalib.utils.callbacks.TimerCallback method) on_fit_start() (anomalib.utils.callbacks.TimerCallback method) on_predict_batch_end() (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.ImageVisualizerCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) on_test_batch_end() (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.ImageVisualizerCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) on_test_end() (anomalib.utils.callbacks.MetricVisualizerCallback method) (anomalib.utils.callbacks.TimerCallback method) on_test_start() (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.TimerCallback method)

on_train_end() (anomalib.utils.callbacks.GraphLogger method) on_train_start() (anomalib.utils.callbacks.GraphLogger method) on_validation_batch_end() (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) on_validation_epoch_start() (anomalib.utils.callbacks.CdfNormalizationCallback method) on_validation_start() (anomalib.models.dfkde.lightning_model.Dfkde method) (anomalib.models.dfm.lightning_model.Dfm method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.padim.lightning_model.Padim method) (anomalib.models.patchcore.lightning_model.Patchcore method) OptimalF1 (class in anomalib.utils.metrics)

P

Padim (class in anomalib.models.padim.lightning_model) PadimLightning (class in anomalib.models.padim.lightning_model) PadimModel (class in anomalib.models.padim.torch_model) Patchcore (class in anomalib.models.patchcore.lightning_model) PatchcoreLightning (class in anomalib.models.patchcore.lightning_model) PatchcoreModel (class in anomalib.models.patchcore.torch_model) PCA (class in anomalib.models.components.dimensionality_reduction) PostProcessingConfigurationCallback (class in anomalib.utils.callbacks) pred_boxes (anomalib.post_processing.ImageResult attribute) pred_label (anomalib.post_processing.ImageResult attribute) pred_mask (anomalib.post_processing.ImageResult attribute) pred_score (anomalib.post_processing.ImageResult attribute)

predict_step() (anomalib.models.components.base.AnomalyModule method) preds (anomalib.utils.metrics.AnomalyScoreThreshold attribute) (anomalib.utils.metrics.AUPR attribute) (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.AUROC attribute) (anomalib.utils.metrics.PRO attribute) prepare_data() (anomalib.data.btech.BTech method) (anomalib.data.mvtec.MVTec method) prepare_data_per_node (anomalib.data.btech.BTech attribute) (anomalib.data.folder.Folder attribute) (anomalib.data.mvtec.MVTec attribute) PRO (class in anomalib.utils.metrics)

R

rand_augmenter() (anomalib.data.utils.Augmenter method) random_2d_perlin() (in module anomalib.data.utils) random_split() (in module anomalib.data.utils) read_depth_image() (in module anomalib.data.utils) read_image() (in module anomalib.data.utils) ReconstructiveSubNetwork (class in anomalib.models.draem.torch_model)

reset() (anomalib.utils.metrics.OptimalF1 method) reset_distances() (anomalib.models.components.sampling.KCenterGreedy method) reshape_embedding() (anomalib.models.patchcore.torch_model.PatchcoreModel static method) ReverseDistillation (class in anomalib.models.reverse_distillation.lightning_model) ReverseDistillationLightning (class in anomalib.models.reverse_distillation.lightning_model) ReverseDistillationModel (class in anomalib.models.reverse_distillation.torch_model)

S

SAME_AS_TEST (anomalib.data.utils.ValSplitMode attribute) sample_coreset() (anomalib.models.components.sampling.KCenterGreedy method) save() (anomalib.post_processing.Visualizer static method) (anomalib.utils.loggers.AnomalibWandbLogger method) score() (anomalib.models.dfm.torch_model.DFMModel method) score_samples() (anomalib.models.dfm.torch_model.SingleClassGaussian method) segmentations (anomalib.post_processing.ImageResult attribute) select_coreset_idxs() (anomalib.models.components.sampling.KCenterGreedy method) set_in_nested_config() (in module anomalib.utils.sweep) setup() (anomalib.utils.callbacks.CdfNormalizationCallback method) (anomalib.utils.callbacks.LoadModelCallback method) (anomalib.utils.callbacks.MetricsConfigurationCallback method) (anomalib.utils.callbacks.MinMaxNormalizationCallback method) (anomalib.utils.callbacks.PostProcessingConfigurationCallback method) (anomalib.utils.callbacks.TilerConfigurationCallback method)

setup_sspcab() (anomalib.models.draem.lightning_model.Draem method) show() (anomalib.post_processing.Visualizer static method) SingleClassGaussian (class in anomalib.models.dfm.torch_model) smooth_anomaly_map() (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) SparseRandomProjection (class in anomalib.models.components.dimensionality_reduction) Split (class in anomalib.data.utils) split_by_label() (in module anomalib.data.utils) SSPCAB (class in anomalib.models.components.layers) StfpmLightning (class in anomalib.models.stfpm.lightning_model) STFPMModel (class in anomalib.models.stfpm.torch_model) subnet_conv_func() (in module anomalib.models.fastflow.torch_model) subsample_embedding() (anomalib.models.patchcore.torch_model.PatchcoreModel method) superimpose_anomaly_map() (in module anomalib.post_processing) SYNTHETIC (anomalib.data.utils.TestSplitMode attribute) (anomalib.data.utils.ValSplitMode attribute)

T

target (anomalib.utils.metrics.AnomalyScoreThreshold attribute) (anomalib.utils.metrics.AUPR attribute) (anomalib.utils.metrics.AUPRO attribute) (anomalib.utils.metrics.AUROC attribute) (anomalib.utils.metrics.PRO attribute) TEST (anomalib.data.utils.Split attribute) test_epoch_end() (anomalib.models.components.base.AnomalyModule method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) test_step() (anomalib.models.components.base.AnomalyModule method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) test_step_end() (anomalib.models.components.base.AnomalyModule method) TestSplitMode (class in anomalib.data.utils) ThresholdMethod (class in anomalib.post_processing) TilerConfigurationCallback (class in anomalib.utils.callbacks) TimerCallback (class in anomalib.utils.callbacks) TimmFeatureExtractor (class in anomalib.models.components.feature_extractors) TorchFXFeatureExtractor (class in anomalib.models.components.feature_extractors) TRAIN (anomalib.data.utils.Split attribute) training (anomalib.models.cflow.anomaly_map.AnomalyMapGenerator attribute) (anomalib.models.cflow.torch_model.CflowModel attribute) (anomalib.models.components.base.DynamicBufferModule attribute) (anomalib.models.components.dimensionality_reduction.PCA attribute) (anomalib.models.components.feature_extractors.FeatureExtractor attribute) (anomalib.models.components.feature_extractors.TimmFeatureExtractor attribute) (anomalib.models.components.feature_extractors.TorchFXFeatureExtractor attribute) (anomalib.models.components.filters.GaussianBlur2d attribute) (anomalib.models.components.layers.SSPCAB attribute) (anomalib.models.components.stats.GaussianKDE attribute) (anomalib.models.components.stats.MultiVariateGaussian attribute) (anomalib.models.dfkde.torch_model.DfkdeModel attribute) (anomalib.models.dfm.torch_model.DFMModel attribute) (anomalib.models.dfm.torch_model.SingleClassGaussian attribute) (anomalib.models.draem.torch_model.DecoderDiscriminative attribute) (anomalib.models.draem.torch_model.DecoderReconstructive attribute) (anomalib.models.draem.torch_model.DiscriminativeSubNetwork attribute) (anomalib.models.draem.torch_model.DraemModel attribute) (anomalib.models.draem.torch_model.EncoderDiscriminative attribute) (anomalib.models.draem.torch_model.EncoderReconstructive attribute) (anomalib.models.draem.torch_model.ReconstructiveSubNetwork attribute) (anomalib.models.fastflow.anomaly_map.AnomalyMapGenerator attribute) (anomalib.models.fastflow.torch_model.FastflowModel attribute) (anomalib.models.ganomaly.torch_model.Decoder attribute) (anomalib.models.ganomaly.torch_model.Discriminator attribute) (anomalib.models.ganomaly.torch_model.Encoder attribute) (anomalib.models.ganomaly.torch_model.GanomalyModel attribute) (anomalib.models.ganomaly.torch_model.Generator attribute) (anomalib.models.padim.anomaly_map.AnomalyMapGenerator attribute) (anomalib.models.padim.torch_model.PadimModel attribute) (anomalib.models.patchcore.anomaly_map.AnomalyMapGenerator attribute) (anomalib.models.patchcore.torch_model.PatchcoreModel attribute) (anomalib.models.reverse_distillation.anomaly_map.AnomalyMapGenerator attribute) (anomalib.models.reverse_distillation.torch_model.ReverseDistillationModel attribute) (anomalib.models.stfpm.anomaly_map.AnomalyMapGenerator attribute) (anomalib.models.stfpm.torch_model.STFPMModel attribute)

training_step() (anomalib.models.cflow.lightning_model.Cflow method) (anomalib.models.dfkde.lightning_model.Dfkde method) (anomalib.models.dfm.lightning_model.Dfm method) (anomalib.models.draem.lightning_model.Draem method) (anomalib.models.fastflow.lightning_model.Fastflow method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.padim.lightning_model.Padim method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillation method) transform() (anomalib.models.components.dimensionality_reduction.PCA method) (anomalib.models.components.dimensionality_reduction.SparseRandomProjection method)

U

up_sample() (anomalib.models.padim.anomaly_map.AnomalyMapGenerator method) update() (anomalib.utils.metrics.AnomalyScoreDistribution method) (anomalib.utils.metrics.AUPR method) (anomalib.utils.metrics.AUPRO method) (anomalib.utils.metrics.AUROC method) (anomalib.utils.metrics.MinMax method) (anomalib.utils.metrics.OptimalF1 method) (anomalib.utils.metrics.PRO method)

update_distances() (anomalib.models.components.sampling.KCenterGreedy method) update_input_size_config() (in module anomalib.config) update_nncf_config() (in module anomalib.config) url (anomalib.data.utils.DownloadInfo attribute)

V

VAL (anomalib.data.utils.Split attribute) validation_epoch_end() (anomalib.models.components.base.AnomalyModule method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) validation_step() (anomalib.models.cflow.lightning_model.Cflow method) (anomalib.models.components.base.AnomalyModule method) (anomalib.models.dfkde.lightning_model.Dfkde method) (anomalib.models.dfm.lightning_model.Dfm method) (anomalib.models.draem.lightning_model.Draem method) (anomalib.models.fastflow.lightning_model.Fastflow method) (anomalib.models.ganomaly.lightning_model.Ganomaly method) (anomalib.models.padim.lightning_model.Padim method) (anomalib.models.patchcore.lightning_model.Patchcore method) (anomalib.models.reverse_distillation.lightning_model.ReverseDistillation method)

validation_step_end() (anomalib.models.components.base.AnomalyModule method) ValSplitMode (class in anomalib.data.utils) visualize_batch() (anomalib.post_processing.Visualizer method) visualize_image() (anomalib.post_processing.Visualizer method) Visualizer (class in anomalib.post_processing)

W

weights_init() (anomalib.models.ganomaly.torch_model.GanomalyModel static method)